Defect detection on rail surfaces by a vision based system

E. Deutschl, C. Gasser, A. Niel, J. Werschonig
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引用次数: 87

Abstract

A new vision based inspection technique for rail surface defects is presented. It replaces visual checks with an automatic inspection system. Colour line-scan cameras and a special image acquisition method- the so called spectral image differencing procedure (SIDP- allow the automatic detection of defects on rail surfaces, like flakes, cracks, grooves or break-offs by means of image processing. The system is already used by a rail manufacturer as inline system, but may also be used on testing vehicles. Practice shows that it produces reliable results even for heavily scaled surfaces, which usually pose serious problems to optical inspection systems due to their irregular texture.
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基于视觉系统的钢轨表面缺陷检测
提出了一种新的基于视觉的钢轨表面缺陷检测技术。它用自动检查系统取代了目视检查。彩色线扫描相机和一种特殊的图像采集方法,即所谓的光谱图像差分程序(SIDP),可以通过图像处理自动检测轨道表面的缺陷,如薄片、裂缝、沟槽或断裂。该系统已被铁路制造商用作内联系统,但也可用于测试车辆。实践表明,即使对于严重的鳞片表面,它也能产生可靠的结果,而鳞片表面由于其不规则的纹理通常会给光学检测系统带来严重的问题。
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Design of an instrumented vehicle test bed for developing a human centered driver support system Defect detection on rail surfaces by a vision based system Probabilistic contour extraction with model-switching for vehicle localization A fuzzy ranking method for automated highway driving Fusion of range and vision for real-time motion estimation
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